Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 1.642399 2.079509 2.678410 3.600519 5.072637 7.525559 12.488313
2025-07-27 1.109645 1.549627 2.259115 3.621914 6.629327 14.930388 60.228378
2025-08-03 0.835950 1.230357 1.927399 3.464749 7.764306 27.087592 1047.648405
2025-08-10 0.700190 1.074398 1.787374 3.564269 9.876915 65.874804 NaN
2025-08-17 0.616942 0.980631 1.720437 3.786490 13.266570 295.879171 NaN
2025-08-24 0.542195 0.881873 1.603683 3.788010 16.095831 4159.586324 NaN
2025-08-31 0.476124 0.785355 1.460486 3.611837 17.635905 NaN NaN
2025-09-07 0.441042 0.743382 1.431972 3.818169 24.099602 NaN NaN
2025-09-14 0.404783 0.692129 1.365489 3.840439 29.867449 NaN NaN
2025-09-21 0.369408 0.637156 1.275621 3.710793 33.403048 NaN NaN
2025-09-28 0.341625 0.594626 1.209133 3.648446 39.063774 NaN NaN
2025-10-05 0.332065 0.590385 1.245697 4.115225 73.964298 NaN NaN
2025-10-12 0.317038 0.572265 1.240473 4.393549 133.595314 NaN NaN
2025-10-19 0.297499 0.541292 1.190361 4.381606 192.271402 NaN NaN
2025-10-26 0.276535 0.504634 1.115722 4.167265 214.401070 NaN NaN
2025-11-02 0.263973 0.486410 1.094778 4.296362 426.938135 NaN NaN
2025-11-09 0.255032 0.475709 1.095339 4.589234 1900.495910 NaN NaN
2025-11-16 0.242716 0.455412 1.060314 4.591185 7846.061182 NaN NaN
2025-11-23 0.228522 0.429193 1.001094 4.358553 10728.225093 NaN NaN
2025-11-30 0.221908 0.421080 1.001651 4.631140 NaN NaN NaN
2025-12-07 0.212958 0.406236 0.976233 4.660682 NaN NaN NaN
2025-12-14 0.202618 0.387032 0.932507 4.489029 NaN NaN NaN
2025-12-21 0.194021 0.371616 0.900087 4.406766 NaN NaN NaN